Johnqczhang

UniDet

Object detection on multiple datasets with an automatically learned unified label space.

ObjectBox

(ECCV 22 Oral) ObjectBox: From Centers to Boxes for Anchor-Free Object Detection

Unicorn

[ECCV'22 Oral] Towards Grand Unification of Object Tracking

Trackron

Unified Object Tracking Framework

TopFormer

TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation, CVPR2022

MIMDet

[ICCV 2023] You Only Look at One Partial Sequence

TNN

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

pcan

Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation, NeurIPS 2021 Spotlight

lang-seg

Language-Driven Semantic Segmentation

CIoU

Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression (AAAI 2020)

algs4-rust

Rust translations of Robert Sedgewick's Java Algorithms

DanceTrack

[CVPR2022] DanceTrack: Multiple Object Tracking in Uniform Appearance and Diverse Motion

animegan2-pytorch

PyTorch implementation of AnimeGANv2

dense-ulearn-vos

Dense Unsupervised Learning for Video Segmentation (NeurIPS*2021)

CMaskTrack-RCNN

Code for CMaskTrack R-CNN (proposed in Occluded Video Instance Segmentation)

ByteTrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

CrowdDetection

PTR

Official Repository of NeurIPS2021 paper: PTR

HRFormer

[ NeurIPS2021] This is an official implementation of our paper "HRFormer: High-Resolution Transformer for Dense Prediction".

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

DEFT

Joint detection and tracking model named DEFT, or ``Detection Embeddings for Tracking." Our approach relies on an appearance-based object matching network jointly-learned with an underlying object detection network. An LSTM is also added to capture motion constraints.

HeadHunter--T

This repository is the official implementation of HeadHunter-T, the head tracker discussed in the CVPR paper, mentioned herewith.

SOTS

Single object tracking and segmentation.

Comparison

Compare performances of algorithms on Objcet Tracking Benchmarks (SOT/MOT...)

centermask2

[CVPR 2020] CenterMask : Real-time Anchor-Free Instance Segmentation

CCNet

CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).

PointTrack

PointTrack (ECCV2020 ORAL): Segment as Points for Efficient Online Multi-Object Tracking and Segmentation

LovaszSoftmax

Code for the Lovász-Softmax loss (CVPR 2018)

TrackEval

HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).